{"id":"W1995912797","doi":"10.1378/chest.128.4_meetingabstracts.227s-a","title":"FACTORS AFFECTING SUCCESSFUL TRANSITION FROM HIGH FREQUENCY OSCILLATION TO CONVENTIONAL MECHANICAL VENTILATION IN ADULT PATIENTS","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; High-frequency ventilation; Mechanical ventilation; ARDS; Oscillation (cell signaling); Mean airway pressure; Ventilation (architecture); Airway; Continuous positive airway pressure; Intensive care medicine; Anesthesia; Internal medicine; Lung; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005223124,0.0001549713,0.0002859835,0.0004227131,0.0005616444,0.0009517487,0.0003084189,0.0008756663,0.002228655],"category_scores_gemma":[0.01000276,0.0001343732,0.0003491724,0.000562211,0.0004511364,0.0005863545,0.0003489496,0.001197133,0.0003104977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502789,"about_ca_system_score_gemma":0.0006973921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172741,"about_ca_topic_score_gemma":0.002428085,"domain_scores_codex":[0.9994707,0.00009583174,0.00009868442,0.00004467419,0.0001110448,0.0001792004],"domain_scores_gemma":[0.9941185,0.002155327,0.00182388,0.0001082891,0.0003493394,0.001444725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002559836,0.0001256147,0.9968191,0.000008398224,0.00002351498,0.0003888356,0.000146333,0.00006320698,0.0002749598,0.00003143793,0.0001403997,0.001722114],"study_design_scores_gemma":[0.00001393803,0.0003613514,0.997223,0.00001348058,0.0000241116,0.0009827605,0.0007802016,0.000287943,0.0001141198,0.00004251033,0.0001499678,0.000006521147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990156,0.0001518954,0.00004082526,0.0001685201,0.00001611215,0.000008423379,0.00003126183,0.000002570215,0.0005648772],"genre_scores_gemma":[0.9997643,0.0000510875,0.00003619348,0.00005381639,0.00001431295,0.00000394167,0.00003162655,0.000001373008,0.00004342245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228655,"threshold_uncertainty_score":0.007455587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229040994399051,"score_gpt":0.2692569640587416,"score_spread":0.2469665541147511,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}